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What Is An Rnn? Recurrent Neural Networks Made Simple

in this video, we will understand what is Recurrent Neural Network in Deep Learning. Recurrent Neural Network in Deep Learning is a model that is used for Natural Language Processing tasks. It can be ...
IEEE

A New Double-Integration-Enhanced RNN Algorithm for Discrete Time-Variant Equation Systems With Robot Manipulator Applications

Abstract: Discrete time-variant equation systems represent a typical and complex problem across various disciplines. With the increasing complexity of systems in various fields, traditional methods ...
eLife

MotorNet, a Python toolbox for controlling differentiable biomechanical effectors with artificial neural networks

This work will be of interest to the motor control community as well as neuroAI researchers interested in how bodies constrain neural circuit function. The authors present "MotorNet", a useful ...
marktechpost

Aaren: Rethinking Attention as Recurrent Neural Network RNN for Efficient Sequence Modeling on Low-Resource Devices

Sequence modeling is a critical domain in machine learning, encompassing applications such as reinforcement learning, time series forecasting, and event prediction. These models are designed to handle ...
IEEE

New RNN Algorithms for Different Time-Variant Matrix Inequalities Solving Under Discrete-Time Framework

Abstract: A series of discrete time-variant matrix inequalities is generally regarded as one of the challenging problems in science and engineering fields. As a discrete time-variant problem, the ...
marktechpost

Deep Learning Architectures From CNN, RNN, GAN, and Transformers To Encoder-Decoder Architectures

CNNs are specialized deep neural networks for processing data with a grid-like topology, such as images. A CNN automatically detects the important features without any human supervision. They are ...
GitHub

Pytorch RNN Classification.py

url = "https://raw.githubusercontent.com/lazyprogrammer/machine_learning_examples/master/hmm_class/robert_frost.txt" eap_dir = 'https://raw.githubusercontent.com ...
GitHub

add PrivateUse1 device for lstm_cell and rnn_cell.

I'm working on those two ops to support privateUse1 device, which are _thnn_fused_lstm_cell op and _thnn_fused_gru_cell op. There are already can be registered to pytorch by using privateUse1 key, but ...
Frontiers

A Dense RNN for Sequential Four-Chamber View Left Ventricle Wall Segmentation and Cardiac State Estimation

1 Research Center for Physical Education Reform and Development, School of Physical Education, Henan University, Kaifeng, China 2 Henan Key Laboratory of Big Data Analysis and Processing, School of ...